Artificial intelligence in cancer diagnosis and prognosis. Brain and prostate cancer / Volume 3, ([2022])

• Record Type: Book
• Other Titles: Brain and prostate cancer
• Further Information: Note: Edited by Ayman El-Baz, Jasjit S. Suri.
• Editors: El-Baz, Ayman S; Suri, Jasjit S
• Other Names: Institute of Physics (Great Britain), publisher.
• Contents: 1. Artificial intelligence in prostate cancer treatment with image-guided radiation therapy / Yading Yuan, Ren-Dih Sheu, Tzu-Chi Tseng, James Tam, Yeh-Chi Lo and Richard Stock -- 2. Artificial-intelligence-based diagnosis of brain tumor diseases / Samir Kumar Bandyopadhyay, Vishal Goyal and Shawni Dutta -- 3. Multisite brain tumor segmentation using a unified generative adversarial network / Jia Wei, Zecheng Liu, Wenguang Yuan and Rui Li -- 4. Role of artificial intelligence in automatic segmentation of brain metastases for radiotherapy / Prabhakar Ramachandran, Venkatakrishnan Seshadri, Ben Perrett, Akash Mehta, Davide Fontanarosa, Mark Pinkham and Matthew Foote -- 5. Applications of artificial intelligence in the fields of brain and prostate cancer / Ayturk Keles and Ali Keles -- 6. AI-based non-deep learning and deep learning techniques used to accurately predict prostate cancer / Lal Hussain and Adeel Ahmed Abbasi -- 7. Intelligent brain tumor classification using deep convolutional neural networks with transfer learning / Chung-Ming Lo and Cheng-Yeh Hsieh -- 8. Big data applications in radiation oncology : challenges and opportunities / William C. Sleeman IV, Sriram Srinivasan, Preetam Ghosh, Jatinder Palta and Rishabh Kapoor -- 9. A hybrid approach to the hyperspectral classification of in vivo brain tissue : linear unmixing with spatial coherence and machine learning / Ines A. Cruz-Guerrero, Daniel U. Campos-Delgado, Aldo R. Mejia-Rodriguez, Himar Fabelo, Samuel Ortega and Gustavo M. Callico -- 10. Application and post-hoc explainability of deep convolutional neural networks for bone cancer metastasis classification in prostate patients / Serafeim Moustakidis, Charis Ntakolia, Dimitrios E. Diamantis, Nikolaos Papandrianos and Elpiniki I. Papageorgiou -- 11. Prostate cancer detection using histopathology image analysis / Sarah M. Ayyad, Mohamed Shehata, Ahmed Shalaby, Mohamed Abou El-Ghar, Mohammed Ghazal, Moumen El-Melegy, Ali Mahmoud, Nahla B. Abdel-Hamid, Labib M. Labib, H. Arafat Ali and Ayman El-Baz -- 12. Machine learning of gliomas in 3D dynamic contrast enhanced MRI : automatic segmentation and classification / Jiwoong Jason Jeong, Yang Lei, Zhen Tian, Hui Mao, Tian Liu and Xiaofeng Yang.
• Publisher Details: Bristol [England] (No.2 The Distillery, Glassfields, Avon Street, Bristol, BS2 0GR, UK) : IOP Publishing
• Publication Date: 2022
• Extent: 1 online resource, illustrations (some color)
• Subjects: 616.99/4; Cancer -- Diagnosis -- Data processing; Cancer -- Treatment -- Data processing; Brain -- Cancer -- Diagnosis -- Data processing; Brain -- Cancer -- Treatment -- Data processing; Prostate -- Cancer -- Diagnosis -- Data processing; Prostate -- Cancer -- Treatment -- Data processing; Artificial intelligence -- Medical applications; Neoplasms -- diagnosis; Neoplasms -- therapy; Brain Neoplasms -- diagnosis; Brain Neoplasms -- therapy; Prostatic Neoplasms -- diagnosis; Prostatic Neoplasms -- therapy; Artificial Intelligence; Technology, engineering, agriculture; Biomedical engineering; Artificial intelligence -- Medical applications; Cancer -- Diagnosis -- Data processing; Cancer -- Treatment -- Data processing
• Languages: English
• ISBNs: 9780750336031; 9780750336024; 0750336021
• Related ISBNs: 075033603X; 9780750336017; 9780750336048
• Notes: Note: Includes bibliographical references.; Note: Title from PDF title page (viewed on November 9, 2022).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.